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Automl training process

Hey folk,
I'm using automl approach to train some classification text models. I had trained two models with the same data set and got a big difference in the performance metrics between the models. e.g. recall model 1: 0.80, recall model 2: 0.65.
So, I have a question about how the training process works, and if the model depends on a stochastic process (seed).

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